Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers

Benchmark Model Rank Results
anomaly-detection-on-btadWeakREST-Un–Detection AUROC: 94.4Segmentation AUROC: 98.7Segmentation AP: 63.1…
anomaly-detection-on-mvtec-adWeakREST-Un–Detection AUROC: 99.6Segmentation AUPRO: 97.6Segmentation AUROC: 99.3…
supervised-anomaly-detection-on-mvtec-adWeakREST-Block–Detection AUROC: 99.8Segmentation AUROC: 99.7Segmentation AUPRO: 98.4…
unsupervised-anomaly-detection-on-kolektorsdd2WeakREST-Un–Segmentation AP: 76.9Segmentation AUROC: 99.7Segmentation AUPRO: 98.5